Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
TensorFlow Lite (TF Dev Summit ‘19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite (TF Dev Summit ‘19)
TensorFlow Beginner 7y ago
Best Resources for Learning Machine Learning? What Is ML Anyway? Q&A with ML Engineers!
ML Fundamentals
Best Resources for Learning Machine Learning? What Is ML Anyway? Q&A with ML Engineers!
CS Dojo Beginner 7y ago
Powered by TensorFlow: Airbnb uses machine learning to help categorize its listing photos
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Airbnb uses machine learning to help categorize its listing photos
TensorFlow Beginner 7y ago
Introduction to Dart for Beginners - Scope, Iterators, Functional Programming - Part Six
ML Fundamentals
Introduction to Dart for Beginners - Scope, Iterators, Functional Programming - Part Six
Tensor Programming Beginner 7y ago
Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
ML Fundamentals
Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
Nicholas Renotte Beginner 7y ago
Meet Your Instructor - Google Cloud Platform Big Data and Machine Learning Fundamentals #4
ML Fundamentals
Meet Your Instructor - Google Cloud Platform Big Data and Machine Learning Fundamentals #4
Coursera Beginner 7y ago
Getting Started with Qwiklabs - Google Cloud Platform Big Data and Machine Learning Fundamentals #3
ML Fundamentals
Getting Started with Qwiklabs - Google Cloud Platform Big Data and Machine Learning Fundamentals #3
Coursera Beginner 7y ago
Scaling Machine Learning on Graphs at LinkedIn with Hema Raghavan and Scott Meyer - TWiML Talk #236
ML Fundamentals ⚡ AI Lesson
Scaling Machine Learning on Graphs at LinkedIn with Hema Raghavan and Scott Meyer - TWiML Talk #236
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
The Evolution of AI in Search – Arnold Overwijk
ML Fundamentals ⚡ AI Lesson
The Evolution of AI in Search – Arnold Overwijk
Yoast Beginner 7y ago
Introducing Weights & Biases
ML Fundamentals
Introducing Weights & Biases
Weights & Biases Beginner 7y ago
Weights and Biases - Developer Tools for Deep Learning
ML Fundamentals
Weights and Biases - Developer Tools for Deep Learning
Weights & Biases Beginner 7y ago
Probability and Statistics: Conditional Probability
ML Fundamentals
Probability and Statistics: Conditional Probability
365 Data Science Beginner 7y ago
Karl Iagnemma & Oscar Beijbom (Aptiv Autonomous Mobility) - MIT Self-Driving Cars
ML Fundamentals
Karl Iagnemma & Oscar Beijbom (Aptiv Autonomous Mobility) - MIT Self-Driving Cars
Lex Fridman Beginner 7y ago
Introduction to Dart for Beginners - Abstract Classes, Interfaces, Mixins, and Casting - Part Five
ML Fundamentals
Introduction to Dart for Beginners - Abstract Classes, Interfaces, Mixins, and Casting - Part Five
Tensor Programming Beginner 7y ago
Gender Classifier and Age Estimator using Resnet Convolution Neural Network
ML Fundamentals
Gender Classifier and Age Estimator using Resnet Convolution Neural Network
Krish Naik Intermediate 7y ago
Deep Learned Super-Sampling (DLSS) - Computerphile
ML Fundamentals ⚡ AI Lesson
Deep Learned Super-Sampling (DLSS) - Computerphile
Computerphile Beginner 7y ago
Implement Transfer Learning with a generic Code Template
ML Fundamentals
Implement Transfer Learning with a generic Code Template
Krish Naik Intermediate 7y ago
Probability: Intersection and Union of Sets
ML Fundamentals ⚡ AI Lesson
Probability: Intersection and Union of Sets
365 Data Science Beginner 7y ago
Reed Solomon Encoding - Computerphile
ML Fundamentals ⚡ AI Lesson
Reed Solomon Encoding - Computerphile
Computerphile Beginner 7y ago
Neural Ordinary Differential Equations
ML Fundamentals ⚡ AI Lesson
Neural Ordinary Differential Equations
Yannic Kilcher Intermediate 7y ago
Microwaving Grapes Makes Plasma
ML Fundamentals ⚡ AI Lesson
Microwaving Grapes Makes Plasma
Veritasium Intermediate 7y ago
AI for Healthcare with Peter Lee - TWiML Talk #231
ML Fundamentals ⚡ AI Lesson
AI for Healthcare with Peter Lee - TWiML Talk #231
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Python Full Course for Beginners
ML Fundamentals ⚡ AI Lesson
Python Full Course for Beginners
Programming with Mosh Beginner 7y ago
Why is Python better than Ansible? What is Nornir? Is AI important? Dmitry shares his views!
ML Fundamentals
Why is Python better than Ansible? What is Nornir? Is AI important? Dmitry shares his views!
David Bombal Beginner 7y ago
predict.m - Programming Assignment 3 Machine Learning
ML Fundamentals
predict.m - Programming Assignment 3 Machine Learning
Aladdin Persson Beginner 7y ago
predictOneVsAll.m - Programming Assignment 3 Machine Learning
ML Fundamentals ⚡ AI Lesson
predictOneVsAll.m - Programming Assignment 3 Machine Learning
Aladdin Persson Beginner 7y ago
GCP Course Overview & Agenda - Google Cloud Platform Big Data and Machine Learning Fundamentals #2
ML Fundamentals
GCP Course Overview & Agenda - Google Cloud Platform Big Data and Machine Learning Fundamentals #2
Coursera Beginner 7y ago
Welcome to Big Data and Machine Learning Fundamentals from Google Cloud #1
ML Fundamentals
Welcome to Big Data and Machine Learning Fundamentals from Google Cloud #1
Coursera Beginner 7y ago
Get started with using TensorFlow to solve for regression problems (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Get started with using TensorFlow to solve for regression problems (Coding TensorFlow)
TensorFlow Beginner 7y ago
Machine learning developers - TensorFlow Dev Summit '19 is here!
ML Fundamentals ⚡ AI Lesson
Machine learning developers - TensorFlow Dev Summit '19 is here!
TensorFlow Beginner 7y ago
Upgrade your existing code for TensorFlow 2.0 (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Upgrade your existing code for TensorFlow 2.0 (Coding TensorFlow)
TensorFlow Beginner 7y ago
Toyota Research Institute on Experiment Tracking with Weights & Biases
ML Fundamentals
Toyota Research Institute on Experiment Tracking with Weights & Biases
Weights & Biases Beginner 7y ago
Getting started with Jupyter Notebooks - Open Source tools for Data Science by IBM #6
ML Fundamentals
Getting started with Jupyter Notebooks - Open Source tools for Data Science by IBM #6
Coursera Beginner 7y ago
What are Jupyter Notebooks? - Open Source tools for Data Science by IBM #5
ML Fundamentals
What are Jupyter Notebooks? - Open Source tools for Data Science by IBM #5
Coursera Beginner 7y ago
Creating a Cognitive Class Labs Account - Open Source tools for Data Science by IBM #3
ML Fundamentals
Creating a Cognitive Class Labs Account - Open Source tools for Data Science by IBM #3
Coursera Beginner 7y ago
Cognitive Class Labs Account Features - Open Source tools for Data Science by IBM #2
ML Fundamentals
Cognitive Class Labs Account Features - Open Source tools for Data Science by IBM #2
Coursera Beginner 7y ago
What is Cognitive Class Labs? - Open Source tools for Data Science by IBM #1
ML Fundamentals
What is Cognitive Class Labs? - Open Source tools for Data Science by IBM #1
Coursera Beginner 7y ago
How to take advantage of GPUs and TPUs for your ML project (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
How to take advantage of GPUs and TPUs for your ML project (Coding TensorFlow)
TensorFlow Intermediate 7y ago
Introduction to Dart for Beginners - Methods, Final, Static and Basic Class Inheritance - Part Four
ML Fundamentals
Introduction to Dart for Beginners - Methods, Final, Static and Basic Class Inheritance - Part Four
Tensor Programming Beginner 7y ago
Construya una red neuronal para realizar la clasificación - Episodio 3
ML Fundamentals ⚡ AI Lesson
Construya una red neuronal para realizar la clasificación - Episodio 3
TensorFlow Intermediate 7y ago
Hierarchical Clustering intuition
ML Fundamentals
Hierarchical Clustering intuition
Krish Naik Beginner 7y ago
An Optimized Recurrent Unit for Ultra-Low Power Acoustic Event Detection with Justice Amoh Jr. -...
ML Fundamentals ⚡ AI Lesson
An Optimized Recurrent Unit for Ultra-Low Power Acoustic Event Detection with Justice Amoh Jr. -...
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Create custom Alexa Skill- Lambda function- Part2
ML Fundamentals
Create custom Alexa Skill- Lambda function- Part2
Krish Naik Intermediate 7y ago
Arizona State University Master of Computer Science Admissions Webinar
ML Fundamentals
Arizona State University Master of Computer Science Admissions Webinar
Coursera Intermediate 7y ago
K Means Clustering Intuition
ML Fundamentals
K Means Clustering Intuition
Krish Naik Intermediate 7y ago
Video Game & Complex Bokeh Blurs - Computerphile
ML Fundamentals ⚡ AI Lesson
Video Game & Complex Bokeh Blurs - Computerphile
Computerphile Intermediate 7y ago
Introduction to Dart for Beginners - Intro to Classes and Objects - Part Three
ML Fundamentals ⚡ AI Lesson
Introduction to Dart for Beginners - Intro to Classes and Objects - Part Three
Tensor Programming Beginner 7y ago
Build a deep neural network in 4 mins with TensorFlow in Colab
ML Fundamentals ⚡ AI Lesson
Build a deep neural network in 4 mins with TensorFlow in Colab
TensorFlow Intermediate 7y ago
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Mastering Image Segmentation with PyTorch
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Automate, Validate, and Promote ML Models Safely
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